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--- |
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datasets: |
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- Tedlium3 |
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language: |
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- en |
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license: cc-by-nc-nd-3.0 |
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metrics: |
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- |
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name: "dev" |
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type: wer |
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value: 5.60 |
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- |
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name: "test" |
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type: wer |
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value: 5.33 |
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tags: |
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- k2 |
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- icefall |
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- automatic-speech-recognition |
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--- |
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# Tedlium3 |
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This is an ASR ctc attention encoder-decoder recipe for the Tedlium3 corpus. |
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The encoder is the re-worked conformer model. |
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Language models are downloaded from https://kaldi-asr.org/models/m5 |
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## Performance Record |
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### conformer_ctc2 |
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| Decodeing method | dev WER | test WER | |
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|--------------------------|------------|---------| |
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| ctc-decoding | 6.45 | 5.96 | |
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| 1best | 5.92 | 5.51 | |
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| whole-lattice-rescoring | 5.96 | 5.47 | |
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| attention-decoder | 5.60 | 5.33 | |
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See the [recipe](https://github.com/k2-fsa/icefall/tree/master/egs/tedlium3/ASR/conformer_ctc2) for details. |
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